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Together AI preview
75
Stack Score
Editorial pick✓ Verified working
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Together AI

High-throughput inference for open-source models

Try Together AI✓ Free trial available

Best for

Best for engineering teams running open-source LLMs in production who care about throughput per dollar.

At a glance

Pricing
paid
Setup time
15 minutes
Learning curve
medium
Last verified
5/21/2026

What we love

  • ✓OpenAI-compatible API makes migration trivial
  • ✓Per-token pricing on open models is meaningfully cheaper
  • ✓Strong throughput numbers on Llama-class workloads

Where it falls short

  • −Quality of open models still lags GPT-4 / Claude on hardest tasks
  • −Dedicated endpoints carry hourly cost when idle
  • −Documentation lags newer model releases

Pricing

✓ Pricing verified Jun 21, 2026

3 tiers

Serverless

From $0.10/M tokens

per token

  • ✓200+ models
  • ✓OpenAI-compatible API
  • ✓No minimum

Dedicated

From $1.10/hr

per GPU-hour

  • ✓Reserved capacity
  • ✓Guaranteed throughput
  • ✓Custom models

Build

Custom

annual contract

  • ✓Fine-tuning credits
  • ✓GPU clusters
  • ✓SLAs

Why we picked it

When OpenAI prices feel like a tax, Together is where you go. Llama 3.3 70B at sub-second response times for a fraction of GPT-4 cost — every prototype I ship gets here eventually.
— MoreAI.tools editor

Overview

Inference and fine-tuning platform optimized for open-source LLMs (Llama, Mixtral, Qwen, DeepSeek). Often the cheapest way to serve a Llama-class model at production latencies.

Key features

  • ●200+ open-source models served via OpenAI-compatible API
  • ●Dedicated endpoints for guaranteed throughput
  • ●Fine-tuning with LoRA and full-parameter options
  • ●Together Code Interpreter for sandboxed execution
  • ●Speculative decoding for low-latency serving
  • ●Together Chat playground UI
  • ●GPU clusters for training

Best use cases

Self-host a Llama replacement for ChatGPT API

Swap the OpenAI base URL to Together and route prompts to Llama 3.3 at a fraction of the cost.

Fine-tune a model on internal data

Upload a JSONL of examples, train a LoRA, deploy as a private endpoint.

Integrations

Python SDK
OpenAI SDK compatibility
LangChain
LlamaIndex
HTTP API

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